Toronto Dwellings Analysis Dashboard

In this notebook, you will compile the visualizations from the previous analysis into functions to create a Panel dashboard.

Import Data


Panel Visualizations

In this section, you will copy the code for each plot type from your analysis notebook and place it into separate functions that Panel can use to create panes for the dashboard.

These functions will convert the plot object to a Panel pane.

Be sure to include any DataFrame transformation/manipulation code required along with the plotting code.

Return a Panel pane object from each function that can be used to build the dashboard.

Note: Remove any .show() lines from the code. We want to return the plots instead of showing them. The Panel dashboard will then display the plots.

Global available data

Panel Visualization Functions

Panel Dashboard

In this section, you will combine all of the plots into a single dashboard view using Panel. Be creative with your dashboard design!

Serve the Panel Dashboard

Debugging

Note: Some of the Plotly express plots may not render in the notebook through the panel functions.

However, you can test each plot by uncommenting the following code